TinyML:  TensorFlow Lite on Arduino, STM32 and ESP32

Background

MicrocontrollerTips.com  What is TinyML?
tinyml's documentation
O'REILLY "TinyML"
Tensorflow Lite

TensorFlow Lite for Microcontrollers

GitHub
GitHub:  TensorFlow Lite Support
Tensorflow Blog:  Accelerating TensorFlow Lite with XNNPACK Integration
Easier object detection on mobile with TensorFlow Lite

towardsdatascience.com (subscription required)

A Basic Introduction to TensorFlow Lite
Detecting Pokemon on an Arduino using TinyML and TensorFlow